The purpose of the MA615 final project is to get a touch of Yelp datasets. Yelp is a restaurant and store rating App which is highly used in the United States. My research goal for this project is to explore and analyze the top 50 common stores in the city of Las Vegas in the Yelp Data. Exploratory data analysis, mapping, text mining, and sentiment analysis were conducted in this project.